ELEKTR ENERGETIKA TIZIMI HOLAT PARAMETRLARINI SUN’IY NEYRON TARMOQDAN FOYDALANIB BAHOLASH

Authors

  • Muzaffar Burhonovich Xudayorov Toshkent davlat texnika universiteti
  • Nuriddin Nurali o‘g‘li Normamatov Toshkent davlat texnika universiteti
  • Ikromjon Numonjon o‘g‘li Muminov Toshkent davlat texnika universiteti

Keywords:

Elektr energetika tizimi, Nyuton-Raphson usuli, Gauss-Zaydel usuli, sun’iy neyron tarmoq, neyron, barqarorlashgan holat

Abstract

Xozirda elektr energetika tizimlarini murakkablashishi natijasida ularni holatini tahlil etish murakkablashmoqda. Elektr energetika tizimi barqarorlashgan holatini modellashtirish nochiziqli tugun tenglamalari yordamida amalga oshiriladi va ularni yechish
uchun odatda iteratsion usullar qo'llaniladi. Hozirgi kunda ushbu masalani yechishda sun'iy neyron tarmoqlar ham keng qo’llanilmoqda. Maqolada Nyuton – Rafson usuli va sun’iy neyron tarmoqdan foidalanib elektr energetik tizim barqaroqlashgan holati hisoblangan va olingan natijalar o’zaro solishtirilgan. Hisoblash besh tugunli elektr energetik tizim misolida ko’rib chiqilgan.

 

Author Biographies

Muzaffar Burhonovich Xudayorov , Toshkent davlat texnika universiteti

ESTT kafedrasi professori

 

Nuriddin Nurali o‘g‘li Normamatov , Toshkent davlat texnika universiteti

ESTT kafedrasi assistenti

 

Ikromjon Numonjon o‘g‘li Muminov, Toshkent davlat texnika universiteti

ESTT kafedrasi magistranti

 

References

M. B. Khudayarov, N.N. Normamatov, T.A. Ikramov. Using artificial neural network to calculate steady state conditions // Karakalpak Scientific Journal, Vol.4, Issue 1, 2021, 9-16 https://uzjournals.edu.uz/karsu/vol4/iss1/2/.

W.S. McCulloch and W. Pitts, "A Logical Calculus of The Ideas Immanent in Nervous Activity", Bull. Math. Biophys, 5 1943, 115-133 betlar.

"Power flow analysis by Artificial Neural Network"International Journal of Energy and Power Engineering 2013; 204-208 betlar.

R. E. Bourguet, P. J. Antsaklis, "Artificial Neural Networks in Electric Power Industry", Technical Report of the ISIS (Interdisciplinary Studies of Intelligent Systems) Group, No. ISIS-94-007, Univ of Notre Dame, April 1994. 1-2 betlar.

Muzaffar Khudayarov,.Nuriddin Normamatov Power system steady state calculations using artificial neural networks. In E3S Web of Conferences (Vol. 216). EDP Sciences. https://doi.org/10.1051/e3sconf/202021601102.

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Published

2023-08-26